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Identifying tweets of personal health experience through word embedding and LSTM neural network

BACKGROUND: As Twitter has become an active data source for health surveillance research, it is important that efficient and effective methods are developed to identify tweets related to personal health experience. Conventional classification algorithms rely on features engineered by human domain ex...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Jiang, Keyuan, Feng, Shichao, Song, Qunhao, Calix, Ricardo A., Gupta, Matrika, Bernard, Gordon R.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5998756/
https://ncbi.nlm.nih.gov/pubmed/29897323
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2198-y
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